The light filtering through the gaps in the boarded-up windows made the house feel like a tomb. He couldn't sleep. The hammering had become a constant, echoing in his skull. Every vibration was a threat.

He knew he was being irrational. He knew it. But he couldn't stop the tremors that wracked his body. He kept picturing the neighbor, that blank, impassive face. He saw him in the shadows, watching, waiting.

He crept to the window. The neighbor was there, but he was alone. A single light burned in the new building. The scene was still, and yet, unbearable. He felt the cold touch of dread on the back of his neck.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

This story is one of 1,000 stories generated for the emotion paranoid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 paranoid stories, after denoising with neutral dialogue baselines, produces the paranoid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the paranoid vector is projected through the unembedding matrix.

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434